To develop and train a convolutional neural network to detect and characterize disease
severity of inflammatory bowel disease during endoscopy

Endoscopic Severity Image Recognition to Advance Research and Training in Inflammatory Bowel Disease (EVEREST - IBD)

Inflammatory Bowel Disease 1

To develop and train a Convolutional Neural Network to detect and characterize disease
severity in inflammatory bowel disease during endoscopy. This initiative will inevitably
establish a high-quality large image database. Our secondary study aims are therefore to
use the images we collect to advance the field of deep learning and computer aided
diagnosis in inflammatory bowel disease by establishing an image database. This will
involve developing a framework combining deep learning and computer vision algorithms.
The ultimate aim is to use the image database to produce high impact research outcomes
and training resources leading to an improvement in the quality of endoscopy performed,
reduce inter-observer variability in disease assessment and a reduction in missed bowel
cancer rates and associated mortality.

EVEREST - IBD: Endoscopic Severity Image Recognition to Advance Research and Training in Inflammatory Bowel Disease

To develop and train a convolutional neural network to detect and characterise disease
severity of inflammatory bowel disease during endoscopy

To explore whether Artificial Intelligence can predict response to IBD therapies

b) To develop an endoscopic image repository to advance training and standardisation

To develop and assess methodologies for training and quality assurance of IBD

To evaluate comparisons in endoscopic image interpretation between endoscopist's

To develop deep learning algorithms and computer vision techniques to allow for automated
measurement of quality metrics in endoscopy for IBD

To create a future robust research platform to ensure the above objectives are
continuously developed as novel imaging techniques emerge over time.

Patients with/suspected Inflammatory Bowel Disease attending for an endoscopic procedure

Patients without Inflammatory Bowel disease attending for an endoscopic procedure

Endoscopic Severity Image Recognition to Advance Research and Training in Inflammatory Bowel Disease (EVEREST - IBD)

About this trial

Study ID

Status

Type

Placebo

Accepting

Trial Timing

What is this trial about?

What are the participation requirements?

Locations

Location

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